Basic Statistics

Raw Counts

Name Value
Rows 558,837
Columns 16
Discrete columns 11
Continuous columns 5
All missing columns 0
Missing observations 123,341
Complete Rows 472,336
Total observations 8,941,392
Memory allocation 111.8 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 8 columns ignored with more than 50 categories.
## make: 97 categories
## model: 974 categories
## trim: 1967 categories
## body: 88 categories
## vin: 550298 categories
## state: 64 categories
## seller: 14266 categories
## saledate: 3769 categories

QQ Plot

## Warning: Removed 14 rows containing non-finite values (stat_qq).
## Warning: Removed 14 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 8 features with more than 20 categories ignored!
## make: 53 categories
## model: 768 categories
## trim: 1497 categories
## body: 85 categories
## vin: 465779 categories
## state: 34 categories
## seller: 11927 categories
## saledate: 3609 categories

Principal Component Analysis

## 7 features with more than 50 categories ignored!
## make: 53 categories
## model: 768 categories
## trim: 1497 categories
## body: 85 categories
## vin: 465779 categories
## seller: 11927 categories
## saledate: 3609 categories